{"id":"W4410777933","doi":"10.1177/10443894251322200","title":"Mandated Reporting and Child Welfare Surveillance: Protection or Subordination","year":2025,"lang":"en","type":"article","venue":"Families in Society The Journal of Contemporary Social Services","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Child Health and Human Development","keywords":"Subordination (linguistics); Welfare; Child protection; Business; Political science; Psychology; Criminology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03959414,0.0001704447,0.0003125285,0.001022937,0.006962536,0.006027017,0.001284796,0.001953536,0.001540246],"category_scores_gemma":[0.07966374,0.000392067,0.000251273,0.001279234,0.02530294,0.005729005,0.008879308,0.003057824,0.0001287998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004971561,"about_ca_system_score_gemma":0.01215651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086254,"about_ca_topic_score_gemma":0.01240519,"domain_scores_codex":[0.9430815,0.04699085,0.00190996,0.001524482,0.004322492,0.002170708],"domain_scores_gemma":[0.9358082,0.03774992,0.01381882,0.007140188,0.003475299,0.002007606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009068652,0.0001134419,0.05909315,0.0004874155,0.00002733412,0.0006393153,0.7236018,0.0001187808,0.00124783,0.1285603,0.004368821,0.08165117],"study_design_scores_gemma":[0.00002386864,0.0003187364,0.06486747,0.004354203,0.00004528695,0.001568018,0.7413555,0.0005614098,0.001940744,0.04723978,0.1376268,0.0000981655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7463254,0.007627204,0.0145582,0.1454559,0.0006295927,0.0002390479,0.0000965452,0.00005405756,0.08501403],"genre_scores_gemma":[0.9917881,0.0008824262,0.001598046,0.004534418,0.0001215989,0.00007859542,0.00001241008,0.00001138731,0.0009732094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03959414,"threshold_uncertainty_score":0.2093962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041561984630535,"score_gpt":0.3832594571116237,"score_spread":0.3416974724810887,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}